Overview
Dataset statistics
| Number of variables | 40 |
|---|---|
| Number of observations | 700 |
| Missing cells | 760 |
| Missing cells (%) | 2.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 998.6 KiB |
| Average record size in memory | 1.4 KiB |
Variable types
| Numeric | 14 |
|---|---|
| DateTime | 2 |
| Categorical | 22 |
| Text | 1 |
| Unsupported | 1 |
age is highly overall correlated with months_as_customer | High correlation |
auto_make is highly overall correlated with auto_model | High correlation |
auto_model is highly overall correlated with auto_make | High correlation |
collision_type is highly overall correlated with incident_type and 4 other fields | High correlation |
incident_type is highly overall correlated with collision_type and 5 other fields | High correlation |
injury_claim is highly overall correlated with collision_type and 4 other fields | High correlation |
months_as_customer is highly overall correlated with age | High correlation |
number_of_vehicles_involved is highly overall correlated with incident_type | High correlation |
property_claim is highly overall correlated with collision_type and 4 other fields | High correlation |
total_claim_amount is highly overall correlated with collision_type and 4 other fields | High correlation |
vehicle_claim is highly overall correlated with collision_type and 4 other fields | High correlation |
authorities_contacted has 60 (8.6%) missing values | Missing |
_c39 has 700 (100.0%) missing values | Missing |
policy_number has unique values | Unique |
incident_location has unique values | Unique |
_c39 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
umbrella_limit has 557 (79.6%) zeros | Zeros |
capital-gains has 347 (49.6%) zeros | Zeros |
capital-loss has 343 (49.0%) zeros | Zeros |
incident_hour_of_the_day has 35 (5.0%) zeros | Zeros |
injury_claim has 19 (2.7%) zeros | Zeros |
property_claim has 14 (2.0%) zeros | Zeros |
Reproduction
| Analysis started | 2026-02-26 07:59:02.706467 |
|---|---|
| Analysis finished | 2026-02-26 07:59:24.697433 |
| Duration | 21.99 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
months_as_customer
Real number (ℝ)
High correlation
| Distinct | 336 |
|---|---|
| Distinct (%) | 48.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 205.89429 |
| Minimum | 0 |
|---|---|
| Maximum | 479 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 28.9 |
| Q1 | 114 |
| median | 202 |
| Q3 | 279 |
| 95-th percentile | 431.2 |
| Maximum | 479 |
| Range | 479 |
| Interquartile range (IQR) | 165 |
Descriptive statistics
| Standard deviation | 116.01871 |
|---|---|
| Coefficient of variation (CV) | 0.56348678 |
| Kurtosis | -0.50243659 |
| Mean | 205.89429 |
| Median Absolute Deviation (MAD) | 82 |
| Skewness | 0.36509398 |
| Sum | 144126 |
| Variance | 13460.341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 210 | 6 | 0.9% |
| 140 | 6 | 0.9% |
| 289 | 6 | 0.9% |
| 259 | 6 | 0.9% |
| 230 | 6 | 0.9% |
| 245 | 5 | 0.7% |
| 107 | 5 | 0.7% |
| 128 | 5 | 0.7% |
| 254 | 5 | 0.7% |
| 156 | 5 | 0.7% |
| Other values (326) | 645 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 3 | |
| 2 | 2 | |
| 3 | 1 | 0.1% |
| 4 | 2 | |
| 5 | 1 | 0.1% |
| 8 | 3 | |
| 9 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 479 | 1 | |
| 478 | 2 | |
| 475 | 2 | |
| 473 | 1 | |
| 472 | 1 | |
| 467 | 1 | |
| 465 | 1 | |
| 464 | 1 | |
| 463 | 1 | |
| 461 | 2 |
age
Real number (ℝ)
High correlation
| Distinct | 45 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.105714 |
| Minimum | 20 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 32 |
| median | 38 |
| Q3 | 45 |
| 95-th percentile | 57 |
| Maximum | 64 |
| Range | 44 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.1662578 |
|---|---|
| Coefficient of variation (CV) | 0.23439689 |
| Kurtosis | -0.31860974 |
| Mean | 39.105714 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.52929296 |
| Sum | 27374 |
| Variance | 84.020282 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 37 | 5.3% |
| 43 | 33 | 4.7% |
| 33 | 32 | 4.6% |
| 41 | 31 | 4.4% |
| 31 | 29 | 4.1% |
| 39 | 29 | 4.1% |
| 30 | 28 | 4.0% |
| 32 | 28 | 4.0% |
| 37 | 27 | 3.9% |
| 38 | 26 | 3.7% |
| Other values (35) | 400 |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| 22 | 1 | 0.1% |
| 23 | 3 | 0.4% |
| 24 | 3 | 0.4% |
| 25 | 11 | |
| 26 | 22 | |
| 27 | 20 | |
| 28 | 17 | |
| 29 | 26 |
| Value | Count | Frequency (%) |
| 64 | 2 | 0.3% |
| 63 | 2 | 0.3% |
| 62 | 3 | 0.4% |
| 61 | 6 | |
| 60 | 5 | 0.7% |
| 59 | 3 | 0.4% |
| 58 | 7 | |
| 57 | 14 | |
| 56 | 7 | |
| 55 | 9 |
policy_number
Real number (ℝ)
Unique
| Distinct | 700 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 549242.08 |
| Minimum | 100804 |
|---|---|
| Maximum | 999435 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 100804 |
|---|---|
| 5-th percentile | 139393.55 |
| Q1 | 343282.75 |
| median | 536799 |
| Q3 | 757918 |
| 95-th percentile | 960775.55 |
| Maximum | 999435 |
| Range | 898631 |
| Interquartile range (IQR) | 414635.25 |
Descriptive statistics
| Standard deviation | 258480.46 |
|---|---|
| Coefficient of variation (CV) | 0.470613 |
| Kurtosis | -1.1114084 |
| Mean | 549242.08 |
| Median Absolute Deviation (MAD) | 206605.5 |
| Skewness | 0.022542976 |
| Sum | 3.8446945 × 108 |
| Variance | 6.681215 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 596298 | 1 | 0.1% |
| 125591 | 1 | 0.1% |
| 967713 | 1 | 0.1% |
| 649082 | 1 | 0.1% |
| 519312 | 1 | 0.1% |
| 190588 | 1 | 0.1% |
| 670142 | 1 | 0.1% |
| 751612 | 1 | 0.1% |
| 237418 | 1 | 0.1% |
| 315041 | 1 | 0.1% |
| Other values (690) | 690 |
| Value | Count | Frequency (%) |
| 100804 | 1 | |
| 101421 | 1 | |
| 104594 | 1 | |
| 106186 | 1 | |
| 107181 | 1 | |
| 108844 | 1 | |
| 109392 | 1 | |
| 110084 | 1 | |
| 110122 | 1 | |
| 110143 | 1 |
| Value | Count | Frequency (%) |
| 999435 | 1 | |
| 998865 | 1 | |
| 998192 | 1 | |
| 996850 | 1 | |
| 996253 | 1 | |
| 994538 | 1 | |
| 993840 | 1 | |
| 992145 | 1 | |
| 991553 | 1 | |
| 991480 | 1 |
policy_bind_date
Date
| Distinct | 673 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.6 KiB |
| Minimum | 1990-01-08 00:00:00 |
|---|---|
| Maximum | 2015-02-22 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IN |
|---|---|
| 2nd row | IL |
| 3rd row | IL |
| 4th row | OH |
| 5th row | OH |
Common Values
| Value | Count | Frequency (%) |
| OH | 249 | |
| IL | 237 | |
| IN | 214 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| oh | 249 | |
| il | 237 | |
| in | 214 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 451 | |
| O | 249 | |
| H | 249 | |
| L | 237 | |
| N | 214 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1400 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 451 | |
| O | 249 | |
| H | 249 | |
| L | 237 | |
| N | 214 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1400 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 451 | |
| O | 249 | |
| H | 249 | |
| L | 237 | |
| N | 214 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1400 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 451 | |
| O | 249 | |
| H | 249 | |
| L | 237 | |
| N | 214 |
policy_csl
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 44.1 KiB |
| 100/300 | |
|---|---|
| 250/500 | |
| 500/1000 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.2757143 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 500/1000 |
|---|---|
| 2nd row | 250/500 |
| 3rd row | 500/1000 |
| 4th row | 500/1000 |
| 5th row | 100/300 |
Common Values
| Value | Count | Frequency (%) |
| 100/300 | 259 | |
| 250/500 | 248 | |
| 500/1000 | 193 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 100/300 | 259 | |
| 250/500 | 248 | |
| 500/1000 | 193 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2745 | |
| / | 700 | 13.7% |
| 5 | 689 | 13.5% |
| 1 | 452 | 8.9% |
| 3 | 259 | 5.1% |
| 2 | 248 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5093 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2745 | |
| / | 700 | 13.7% |
| 5 | 689 | 13.5% |
| 1 | 452 | 8.9% |
| 3 | 259 | 5.1% |
| 2 | 248 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5093 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2745 | |
| / | 700 | 13.7% |
| 5 | 689 | 13.5% |
| 1 | 452 | 8.9% |
| 3 | 259 | 5.1% |
| 2 | 248 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5093 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2745 | |
| / | 700 | 13.7% |
| 5 | 689 | 13.5% |
| 1 | 452 | 8.9% |
| 3 | 259 | 5.1% |
| 2 | 248 | 4.9% |
policy_deductable
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.6 KiB |
| 1000 | |
|---|---|
| 500 | |
| 2000 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.67 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1000 |
|---|---|
| 2nd row | 500 |
| 3rd row | 1000 |
| 4th row | 500 |
| 5th row | 1000 |
Common Values
| Value | Count | Frequency (%) |
| 1000 | 250 | |
| 500 | 231 | |
| 2000 | 219 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1000 | 250 | |
| 500 | 231 | |
| 2000 | 219 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1869 | |
| 1 | 250 | 9.7% |
| 5 | 231 | 9.0% |
| 2 | 219 | 8.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2569 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1869 | |
| 1 | 250 | 9.7% |
| 5 | 231 | 9.0% |
| 2 | 219 | 8.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2569 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1869 | |
| 1 | 250 | 9.7% |
| 5 | 231 | 9.0% |
| 2 | 219 | 8.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2569 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1869 | |
| 1 | 250 | 9.7% |
| 5 | 231 | 9.0% |
| 2 | 219 | 8.5% |
policy_annual_premium
Real number (ℝ)
| Distinct | 694 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1245.9763 |
| Minimum | 433.33 |
|---|---|
| Maximum | 2047.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 433.33 |
|---|---|
| 5-th percentile | 836.0555 |
| Q1 | 1077.46 |
| median | 1252.28 |
| Q3 | 1402.7575 |
| 95-th percentile | 1633.37 |
| Maximum | 2047.59 |
| Range | 1614.26 |
| Interquartile range (IQR) | 325.2975 |
Descriptive statistics
| Standard deviation | 248.3109 |
|---|---|
| Coefficient of variation (CV) | 0.19929023 |
| Kurtosis | 0.15696392 |
| Mean | 1245.9763 |
| Median Absolute Deviation (MAD) | 168.6 |
| Skewness | 0.026410046 |
| Sum | 872183.39 |
| Variance | 61658.303 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1074.07 | 2 | 0.3% |
| 1389.13 | 2 | 0.3% |
| 1558.29 | 2 | 0.3% |
| 1073.83 | 2 | 0.3% |
| 1362.87 | 2 | 0.3% |
| 1281.25 | 2 | 0.3% |
| 1238.65 | 1 | 0.1% |
| 1464.73 | 1 | 0.1% |
| 1330.46 | 1 | 0.1% |
| 796.35 | 1 | 0.1% |
| Other values (684) | 684 |
| Value | Count | Frequency (%) |
| 433.33 | 1 | |
| 484.67 | 1 | |
| 538.17 | 1 | |
| 566.11 | 1 | |
| 617.11 | 1 | |
| 664.86 | 1 | |
| 671.01 | 1 | |
| 671.92 | 1 | |
| 694.45 | 1 | |
| 709.14 | 1 |
| Value | Count | Frequency (%) |
| 2047.59 | 1 | |
| 1935.85 | 1 | |
| 1927.87 | 1 | |
| 1922.84 | 1 | |
| 1896.91 | 1 | |
| 1878.44 | 1 | |
| 1865.83 | 1 | |
| 1863.04 | 1 | |
| 1861.43 | 1 | |
| 1851.78 | 1 |
umbrella_limit
Real number (ℝ)
Zeros
| Distinct | 11 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1100000 |
| Minimum | -1000000 |
|---|---|
| Maximum | 10000000 |
| Zeros | 557 |
| Zeros (%) | 79.6% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | -1000000 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6000000 |
| Maximum | 10000000 |
| Range | 11000000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2282921.6 |
|---|---|
| Coefficient of variation (CV) | 2.0753833 |
| Kurtosis | 1.6657313 |
| Mean | 1100000 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7822911 |
| Sum | 7.7 × 108 |
| Variance | 5.211731 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 557 | |
| 6000000 | 38 | 5.4% |
| 5000000 | 34 | 4.9% |
| 4000000 | 28 | 4.0% |
| 7000000 | 21 | 3.0% |
| 3000000 | 8 | 1.1% |
| 8000000 | 7 | 1.0% |
| 2000000 | 3 | 0.4% |
| 9000000 | 2 | 0.3% |
| 10000000 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| -1000000 | 1 | 0.1% |
| 0 | 557 | |
| 2000000 | 3 | 0.4% |
| 3000000 | 8 | 1.1% |
| 4000000 | 28 | 4.0% |
| 5000000 | 34 | 4.9% |
| 6000000 | 38 | 5.4% |
| 7000000 | 21 | 3.0% |
| 8000000 | 7 | 1.0% |
| 9000000 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 10000000 | 1 | 0.1% |
| 9000000 | 2 | 0.3% |
| 8000000 | 7 | 1.0% |
| 7000000 | 21 | 3.0% |
| 6000000 | 38 | 5.4% |
| 5000000 | 34 | 4.9% |
| 4000000 | 28 | 4.0% |
| 3000000 | 8 | 1.1% |
| 2000000 | 3 | 0.4% |
| 0 | 557 |
insured_zip
Real number (ℝ)
| Distinct | 699 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 501432.61 |
| Minimum | 430104 |
|---|---|
| Maximum | 620962 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 430104 |
|---|---|
| 5-th percentile | 433246.7 |
| Q1 | 447978.25 |
| median | 466242 |
| Q3 | 603946 |
| 95-th percentile | 617701 |
| Maximum | 620962 |
| Range | 190858 |
| Interquartile range (IQR) | 155967.75 |
Descriptive statistics
| Standard deviation | 72210.252 |
|---|---|
| Coefficient of variation (CV) | 0.14400789 |
| Kurtosis | -1.2077346 |
| Mean | 501432.61 |
| Median Absolute Deviation (MAD) | 22351.5 |
| Skewness | 0.80913098 |
| Sum | 3.5100283 × 108 |
| Variance | 5.2143204 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 431202 | 2 | 0.3% |
| 435552 | 1 | 0.1% |
| 450947 | 1 | 0.1% |
| 600208 | 1 | 0.1% |
| 431277 | 1 | 0.1% |
| 435489 | 1 | 0.1% |
| 614166 | 1 | 0.1% |
| 474167 | 1 | 0.1% |
| 443861 | 1 | 0.1% |
| 441536 | 1 | 0.1% |
| Other values (689) | 689 |
| Value | Count | Frequency (%) |
| 430104 | 1 | |
| 430141 | 1 | |
| 430232 | 1 | |
| 430380 | 1 | |
| 430621 | 1 | |
| 430832 | 1 | |
| 430853 | 1 | |
| 430878 | 1 | |
| 430886 | 1 | |
| 430987 | 1 |
| Value | Count | Frequency (%) |
| 620962 | 1 | |
| 620819 | 1 | |
| 620757 | 1 | |
| 620507 | 1 | |
| 620358 | 1 | |
| 620207 | 1 | |
| 620197 | 1 | |
| 619892 | 1 | |
| 619884 | 1 | |
| 619811 | 1 |
insured_sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 42.5 KiB |
| FEMALE | |
|---|---|
| MALE |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.0571429 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | FEMALE |
|---|---|
| 2nd row | MALE |
| 3rd row | FEMALE |
| 4th row | MALE |
| 5th row | FEMALE |
Common Values
| Value | Count | Frequency (%) |
| FEMALE | 370 | |
| MALE | 330 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 370 | |
| male | 330 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 1070 | |
| A | 700 | |
| M | 700 | |
| L | 700 | |
| F | 370 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3540 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 1070 | |
| A | 700 | |
| M | 700 | |
| L | 700 | |
| F | 370 | 10.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3540 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 1070 | |
| A | 700 | |
| M | 700 | |
| L | 700 | |
| F | 370 | 10.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3540 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 1070 | |
| A | 700 | |
| M | 700 | |
| L | 700 | |
| F | 370 | 10.5% |
insured_education_level
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.1 KiB |
| JD | |
|---|---|
| High School | |
| Associate | |
| Masters | |
| MD | |
| Other values (2) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 5.8814286 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Masters |
|---|---|
| 2nd row | JD |
| 3rd row | High School |
| 4th row | JD |
| 5th row | MD |
Common Values
| Value | Count | Frequency (%) |
| JD | 120 | |
| High School | 105 | |
| Associate | 105 | |
| Masters | 99 | |
| MD | 93 | |
| College | 91 | |
| PhD | 87 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| jd | 120 | |
| high | 105 | |
| school | 105 | |
| associate | 105 | |
| masters | 99 | |
| md | 93 | |
| college | 91 | |
| phd | 87 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 408 | 9.9% |
| o | 406 | 9.9% |
| e | 386 | 9.4% |
| D | 300 | 7.3% |
| h | 297 | 7.2% |
| l | 287 | 7.0% |
| i | 210 | 5.1% |
| c | 210 | 5.1% |
| t | 204 | 5.0% |
| a | 204 | 5.0% |
| Other values (10) | 1205 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4117 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 408 | 9.9% |
| o | 406 | 9.9% |
| e | 386 | 9.4% |
| D | 300 | 7.3% |
| h | 297 | 7.2% |
| l | 287 | 7.0% |
| i | 210 | 5.1% |
| c | 210 | 5.1% |
| t | 204 | 5.0% |
| a | 204 | 5.0% |
| Other values (10) | 1205 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4117 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 408 | 9.9% |
| o | 406 | 9.9% |
| e | 386 | 9.4% |
| D | 300 | 7.3% |
| h | 297 | 7.2% |
| l | 287 | 7.0% |
| i | 210 | 5.1% |
| c | 210 | 5.1% |
| t | 204 | 5.0% |
| a | 204 | 5.0% |
| Other values (10) | 1205 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4117 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 408 | 9.9% |
| o | 406 | 9.9% |
| e | 386 | 9.4% |
| D | 300 | 7.3% |
| h | 297 | 7.2% |
| l | 287 | 7.0% |
| i | 210 | 5.1% |
| c | 210 | 5.1% |
| t | 204 | 5.0% |
| a | 204 | 5.0% |
| Other values (10) | 1205 |
insured_occupation
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 48.3 KiB |
| machine-op-inspct | |
|---|---|
| exec-managerial | |
| craft-repair | |
| sales | |
| prof-specialty | |
| Other values (9) |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 13.53 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | protective-serv |
|---|---|
| 2nd row | craft-repair |
| 3rd row | machine-op-inspct |
| 4th row | transport-moving |
| 5th row | craft-repair |
Common Values
| Value | Count | Frequency (%) |
| machine-op-inspct | 66 | 9.4% |
| exec-managerial | 57 | 8.1% |
| craft-repair | 54 | 7.7% |
| sales | 54 | 7.7% |
| prof-specialty | 53 | 7.6% |
| priv-house-serv | 52 | 7.4% |
| armed-forces | 51 | 7.3% |
| tech-support | 50 | 7.1% |
| transport-moving | 50 | 7.1% |
| other-service | 47 | 6.7% |
| Other values (4) | 166 |
Length
| Value | Count | Frequency (%) |
| machine-op-inspct | 66 | 9.4% |
| exec-managerial | 57 | 8.1% |
| craft-repair | 54 | 7.7% |
| sales | 54 | 7.7% |
| prof-specialty | 53 | 7.6% |
| priv-house-serv | 52 | 7.4% |
| armed-forces | 51 | 7.3% |
| tech-support | 50 | 7.1% |
| transport-moving | 50 | 7.1% |
| other-service | 47 | 6.7% |
| Other values (4) | 166 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1077 | |
| r | 967 | 10.2% |
| - | 764 | 8.1% |
| a | 761 | 8.0% |
| s | 688 | 7.3% |
| i | 657 | 6.9% |
| c | 613 | 6.5% |
| p | 535 | 5.6% |
| t | 502 | 5.3% |
| o | 460 | 4.9% |
| Other values (11) | 2447 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9471 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1077 | |
| r | 967 | 10.2% |
| - | 764 | 8.1% |
| a | 761 | 8.0% |
| s | 688 | 7.3% |
| i | 657 | 6.9% |
| c | 613 | 6.5% |
| p | 535 | 5.6% |
| t | 502 | 5.3% |
| o | 460 | 4.9% |
| Other values (11) | 2447 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9471 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1077 | |
| r | 967 | 10.2% |
| - | 764 | 8.1% |
| a | 761 | 8.0% |
| s | 688 | 7.3% |
| i | 657 | 6.9% |
| c | 613 | 6.5% |
| p | 535 | 5.6% |
| t | 502 | 5.3% |
| o | 460 | 4.9% |
| Other values (11) | 2447 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9471 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1077 | |
| r | 967 | 10.2% |
| - | 764 | 8.1% |
| a | 761 | 8.0% |
| s | 688 | 7.3% |
| i | 657 | 6.9% |
| c | 613 | 6.5% |
| p | 535 | 5.6% |
| t | 502 | 5.3% |
| o | 460 | 4.9% |
| Other values (11) | 2447 |
insured_hobbies
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 44.6 KiB |
| exercise | 45 |
|---|---|
| bungie-jumping | 44 |
| golf | 42 |
| polo | 41 |
| movies | 41 |
| Other values (15) |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 8.0371429 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | reading |
|---|---|
| 2nd row | polo |
| 3rd row | skydiving |
| 4th row | video-games |
| 5th row | video-games |
Common Values
| Value | Count | Frequency (%) |
| exercise | 45 | 6.4% |
| bungie-jumping | 44 | 6.3% |
| golf | 42 | 6.0% |
| polo | 41 | 5.9% |
| movies | 41 | 5.9% |
| paintball | 40 | 5.7% |
| reading | 38 | 5.4% |
| kayaking | 38 | 5.4% |
| yachting | 38 | 5.4% |
| camping | 38 | 5.4% |
| Other values (10) | 295 |
Length
| Value | Count | Frequency (%) |
| exercise | 45 | 6.4% |
| bungie-jumping | 44 | 6.3% |
| golf | 42 | 6.0% |
| polo | 41 | 5.9% |
| movies | 41 | 5.9% |
| paintball | 40 | 5.7% |
| reading | 38 | 5.4% |
| kayaking | 38 | 5.4% |
| yachting | 38 | 5.4% |
| camping | 38 | 5.4% |
| Other values (10) | 295 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 644 | 11.4% |
| g | 496 | 8.8% |
| e | 488 | 8.7% |
| n | 465 | 8.3% |
| a | 459 | 8.2% |
| s | 379 | 6.7% |
| o | 248 | 4.4% |
| l | 231 | 4.1% |
| p | 228 | 4.1% |
| m | 216 | 3.8% |
| Other values (14) | 1772 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5626 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 644 | 11.4% |
| g | 496 | 8.8% |
| e | 488 | 8.7% |
| n | 465 | 8.3% |
| a | 459 | 8.2% |
| s | 379 | 6.7% |
| o | 248 | 4.4% |
| l | 231 | 4.1% |
| p | 228 | 4.1% |
| m | 216 | 3.8% |
| Other values (14) | 1772 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5626 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 644 | 11.4% |
| g | 496 | 8.8% |
| e | 488 | 8.7% |
| n | 465 | 8.3% |
| a | 459 | 8.2% |
| s | 379 | 6.7% |
| o | 248 | 4.4% |
| l | 231 | 4.1% |
| p | 228 | 4.1% |
| m | 216 | 3.8% |
| Other values (14) | 1772 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5626 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 644 | 11.4% |
| g | 496 | 8.8% |
| e | 488 | 8.7% |
| n | 465 | 8.3% |
| a | 459 | 8.2% |
| s | 379 | 6.7% |
| o | 248 | 4.4% |
| l | 231 | 4.1% |
| p | 228 | 4.1% |
| m | 216 | 3.8% |
| Other values (14) | 1772 |
insured_relationship
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
| own-child | |
|---|---|
| other-relative | |
| husband | |
| not-in-family | |
| wife |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 9.4957143 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | not-in-family |
|---|---|
| 2nd row | other-relative |
| 3rd row | wife |
| 4th row | own-child |
| 5th row | own-child |
Common Values
| Value | Count | Frequency (%) |
| own-child | 130 | |
| other-relative | 126 | |
| husband | 125 | |
| not-in-family | 123 | |
| wife | 105 | |
| unmarried | 91 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| own-child | 130 | |
| other-relative | 126 | |
| husband | 125 | |
| not-in-family | 123 | |
| wife | 105 | |
| unmarried | 91 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 698 | 10.5% |
| n | 592 | 8.9% |
| e | 574 | 8.6% |
| - | 502 | 7.6% |
| a | 465 | 7.0% |
| r | 434 | 6.5% |
| h | 381 | 5.7% |
| o | 379 | 5.7% |
| l | 379 | 5.7% |
| t | 375 | 5.6% |
| Other values (10) | 1868 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6647 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 698 | 10.5% |
| n | 592 | 8.9% |
| e | 574 | 8.6% |
| - | 502 | 7.6% |
| a | 465 | 7.0% |
| r | 434 | 6.5% |
| h | 381 | 5.7% |
| o | 379 | 5.7% |
| l | 379 | 5.7% |
| t | 375 | 5.6% |
| Other values (10) | 1868 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6647 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 698 | 10.5% |
| n | 592 | 8.9% |
| e | 574 | 8.6% |
| - | 502 | 7.6% |
| a | 465 | 7.0% |
| r | 434 | 6.5% |
| h | 381 | 5.7% |
| o | 379 | 5.7% |
| l | 379 | 5.7% |
| t | 375 | 5.6% |
| Other values (10) | 1868 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6647 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 698 | 10.5% |
| n | 592 | 8.9% |
| e | 574 | 8.6% |
| - | 502 | 7.6% |
| a | 465 | 7.0% |
| r | 434 | 6.5% |
| h | 381 | 5.7% |
| o | 379 | 5.7% |
| l | 379 | 5.7% |
| t | 375 | 5.6% |
| Other values (10) | 1868 |
capital-gains
Real number (ℝ)
Zeros
| Distinct | 270 |
|---|---|
| Distinct (%) | 38.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25804.857 |
| Minimum | 0 |
|---|---|
| Maximum | 100500 |
| Zeros | 347 |
| Zeros (%) | 49.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 11550 |
| Q3 | 51400 |
| 95-th percentile | 70915 |
| Maximum | 100500 |
| Range | 100500 |
| Interquartile range (IQR) | 51400 |
Descriptive statistics
| Standard deviation | 28043.4 |
|---|---|
| Coefficient of variation (CV) | 1.0867489 |
| Kurtosis | -1.3287833 |
| Mean | 25804.857 |
| Median Absolute Deviation (MAD) | 11550 |
| Skewness | 0.43786012 |
| Sum | 18063400 |
| Variance | 7.8643231 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 347 | |
| 51500 | 4 | 0.6% |
| 46300 | 4 | 0.6% |
| 51400 | 3 | 0.4% |
| 53200 | 3 | 0.4% |
| 49700 | 3 | 0.4% |
| 67800 | 3 | 0.4% |
| 46700 | 3 | 0.4% |
| 59600 | 3 | 0.4% |
| 44000 | 3 | 0.4% |
| Other values (260) | 324 |
| Value | Count | Frequency (%) |
| 0 | 347 | |
| 800 | 1 | 0.1% |
| 10000 | 1 | 0.1% |
| 11000 | 1 | 0.1% |
| 12100 | 1 | 0.1% |
| 12800 | 1 | 0.1% |
| 13100 | 1 | 0.1% |
| 14100 | 1 | 0.1% |
| 16100 | 1 | 0.1% |
| 17600 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 100500 | 1 | |
| 91900 | 1 | |
| 90700 | 1 | |
| 88800 | 1 | |
| 88400 | 1 | |
| 84900 | 1 | |
| 83600 | 1 | |
| 83200 | 1 | |
| 82600 | 1 | |
| 82400 | 1 |
capital-loss
Real number (ℝ)
Zeros
| Distinct | 276 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -26228 |
| Minimum | -111100 |
|---|---|
| Maximum | 0 |
| Zeros | 343 |
| Zeros (%) | 49.0% |
| Negative | 357 |
| Negative (%) | 51.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | -111100 |
|---|---|
| 5-th percentile | -72520 |
| Q1 | -51275 |
| median | -15650 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 111100 |
| Interquartile range (IQR) | 51275 |
Descriptive statistics
| Standard deviation | 28422.992 |
|---|---|
| Coefficient of variation (CV) | -1.0836889 |
| Kurtosis | -1.2737862 |
| Mean | -26228 |
| Median Absolute Deviation (MAD) | 15650 |
| Skewness | -0.45453952 |
| Sum | -18359600 |
| Variance | 8.0786645 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 343 | |
| -53800 | 4 | 0.6% |
| -31400 | 4 | 0.6% |
| -61400 | 4 | 0.6% |
| -51000 | 4 | 0.6% |
| -49200 | 3 | 0.4% |
| -53700 | 3 | 0.4% |
| -49000 | 3 | 0.4% |
| -55600 | 3 | 0.4% |
| -50000 | 3 | 0.4% |
| Other values (266) | 326 |
| Value | Count | Frequency (%) |
| -111100 | 1 | |
| -91400 | 1 | |
| -91200 | 1 | |
| -90200 | 1 | |
| -90100 | 1 | |
| -88300 | 1 | |
| -87300 | 1 | |
| -85900 | 1 | |
| -83900 | 1 | |
| -83200 | 1 |
| Value | Count | Frequency (%) |
| 0 | 343 | |
| -6300 | 1 | 0.1% |
| -8500 | 1 | 0.1% |
| -10600 | 1 | 0.1% |
| -12100 | 1 | 0.1% |
| -13200 | 1 | 0.1% |
| -13800 | 1 | 0.1% |
| -15600 | 1 | 0.1% |
| -15700 | 1 | 0.1% |
| -15900 | 1 | 0.1% |
incident_date
Date
| Distinct | 60 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.6 KiB |
| Minimum | 2015-01-01 00:00:00 |
|---|---|
| Maximum | 2015-03-01 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
incident_type
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.7 KiB |
| Multi-vehicle Collision | |
|---|---|
| Single Vehicle Collision | |
| Vehicle Theft | |
| Parked Car |
Length
| Max length | 24 |
|---|---|
| Median length | 23 |
| Mean length | 21.4 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Single Vehicle Collision |
|---|---|
| 2nd row | Multi-vehicle Collision |
| 3rd row | Single Vehicle Collision |
| 4th row | Multi-vehicle Collision |
| 5th row | Multi-vehicle Collision |
Common Values
| Value | Count | Frequency (%) |
| Multi-vehicle Collision | 302 | |
| Single Vehicle Collision | 275 | |
| Vehicle Theft | 68 | 9.7% |
| Parked Car | 55 | 7.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| collision | 577 | |
| vehicle | 343 | |
| multi-vehicle | 302 | |
| single | 275 | |
| theft | 68 | 4.1% |
| parked | 55 | 3.3% |
| car | 55 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 2376 | |
| i | 2376 | |
| e | 1688 | |
| o | 1154 | 7.7% |
| 975 | 6.5% | |
| n | 852 | 5.7% |
| h | 713 | 4.8% |
| c | 645 | 4.3% |
| C | 632 | 4.2% |
| s | 577 | 3.9% |
| Other values (15) | 2992 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14980 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 2376 | |
| i | 2376 | |
| e | 1688 | |
| o | 1154 | 7.7% |
| 975 | 6.5% | |
| n | 852 | 5.7% |
| h | 713 | 4.8% |
| c | 645 | 4.3% |
| C | 632 | 4.2% |
| s | 577 | 3.9% |
| Other values (15) | 2992 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14980 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 2376 | |
| i | 2376 | |
| e | 1688 | |
| o | 1154 | 7.7% |
| 975 | 6.5% | |
| n | 852 | 5.7% |
| h | 713 | 4.8% |
| c | 645 | 4.3% |
| C | 632 | 4.2% |
| s | 577 | 3.9% |
| Other values (15) | 2992 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14980 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 2376 | |
| i | 2376 | |
| e | 1688 | |
| o | 1154 | 7.7% |
| 975 | 6.5% | |
| n | 852 | 5.7% |
| h | 713 | 4.8% |
| c | 645 | 4.3% |
| C | 632 | 4.2% |
| s | 577 | 3.9% |
| Other values (15) | 2992 |
collision_type
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.3 KiB |
| Rear Collision | |
|---|---|
| Side Collision | |
| Front Collision | |
| ? |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 11.965714 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Side Collision |
|---|---|
| 2nd row | Side Collision |
| 3rd row | Side Collision |
| 4th row | Front Collision |
| 5th row | Rear Collision |
Common Values
| Value | Count | Frequency (%) |
| Rear Collision | 208 | |
| Side Collision | 194 | |
| Front Collision | 175 | |
| ? | 123 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| collision | 577 | |
| rear | 208 | 16.3% |
| side | 194 | 15.2% |
| front | 175 | 13.7% |
| 123 | 9.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1348 | |
| o | 1329 | |
| l | 1154 | |
| n | 752 | |
| 577 | ||
| s | 577 | |
| C | 577 | |
| e | 402 | 4.8% |
| r | 383 | 4.6% |
| a | 208 | 2.5% |
| Other values (6) | 1069 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8376 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 1348 | |
| o | 1329 | |
| l | 1154 | |
| n | 752 | |
| 577 | ||
| s | 577 | |
| C | 577 | |
| e | 402 | 4.8% |
| r | 383 | 4.6% |
| a | 208 | 2.5% |
| Other values (6) | 1069 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8376 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 1348 | |
| o | 1329 | |
| l | 1154 | |
| n | 752 | |
| 577 | ||
| s | 577 | |
| C | 577 | |
| e | 402 | 4.8% |
| r | 383 | 4.6% |
| a | 208 | 2.5% |
| Other values (6) | 1069 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8376 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 1348 | |
| o | 1329 | |
| l | 1154 | |
| n | 752 | |
| 577 | ||
| s | 577 | |
| C | 577 | |
| e | 402 | 4.8% |
| r | 383 | 4.6% |
| a | 208 | 2.5% |
| Other values (6) | 1069 |
incident_severity
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.0 KiB |
| Minor Damage | |
|---|---|
| Major Damage | |
| Total Loss | |
| Trivial Damage |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 11.614286 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Total Loss |
|---|---|
| 2nd row | Minor Damage |
| 3rd row | Total Loss |
| 4th row | Major Damage |
| 5th row | Total Loss |
Common Values
| Value | Count | Frequency (%) |
| Minor Damage | 237 | |
| Major Damage | 200 | |
| Total Loss | 199 | |
| Trivial Damage | 64 | 9.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| damage | 501 | |
| minor | 237 | |
| major | 200 | 14.3% |
| total | 199 | 14.2% |
| loss | 199 | 14.2% |
| trivial | 64 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1465 | |
| o | 835 | |
| 700 | 8.6% | |
| D | 501 | 6.2% |
| m | 501 | 6.2% |
| r | 501 | 6.2% |
| g | 501 | 6.2% |
| e | 501 | 6.2% |
| M | 437 | 5.4% |
| s | 398 | 4.9% |
| Other values (8) | 1790 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8130 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1465 | |
| o | 835 | |
| 700 | 8.6% | |
| D | 501 | 6.2% |
| m | 501 | 6.2% |
| r | 501 | 6.2% |
| g | 501 | 6.2% |
| e | 501 | 6.2% |
| M | 437 | 5.4% |
| s | 398 | 4.9% |
| Other values (8) | 1790 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8130 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1465 | |
| o | 835 | |
| 700 | 8.6% | |
| D | 501 | 6.2% |
| m | 501 | 6.2% |
| r | 501 | 6.2% |
| g | 501 | 6.2% |
| e | 501 | 6.2% |
| M | 437 | 5.4% |
| s | 398 | 4.9% |
| Other values (8) | 1790 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8130 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1465 | |
| o | 835 | |
| 700 | 8.6% | |
| D | 501 | 6.2% |
| m | 501 | 6.2% |
| r | 501 | 6.2% |
| g | 501 | 6.2% |
| e | 501 | 6.2% |
| M | 437 | 5.4% |
| s | 398 | 4.9% |
| Other values (8) | 1790 |
authorities_contacted
Categorical
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 60 |
| Missing (%) | 8.6% |
| Memory size | 42.8 KiB |
| Police | |
|---|---|
| Fire | |
| Ambulance | |
| Other |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.978125 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ambulance |
|---|---|
| 2nd row | Other |
| 3rd row | Police |
| 4th row | Fire |
| 5th row | Fire |
Common Values
| Value | Count | Frequency (%) |
| Police | 199 | |
| Fire | 153 | |
| Ambulance | 145 | |
| Other | 143 | |
| (Missing) | 60 | 8.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| police | 199 | |
| fire | 153 | |
| ambulance | 145 | |
| other | 143 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 640 | |
| i | 352 | 9.2% |
| c | 344 | 9.0% |
| l | 344 | 9.0% |
| r | 296 | 7.7% |
| P | 199 | 5.2% |
| o | 199 | 5.2% |
| F | 153 | 4.0% |
| A | 145 | 3.8% |
| m | 145 | 3.8% |
| Other values (7) | 1009 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3826 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 640 | |
| i | 352 | 9.2% |
| c | 344 | 9.0% |
| l | 344 | 9.0% |
| r | 296 | 7.7% |
| P | 199 | 5.2% |
| o | 199 | 5.2% |
| F | 153 | 4.0% |
| A | 145 | 3.8% |
| m | 145 | 3.8% |
| Other values (7) | 1009 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3826 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 640 | |
| i | 352 | 9.2% |
| c | 344 | 9.0% |
| l | 344 | 9.0% |
| r | 296 | 7.7% |
| P | 199 | 5.2% |
| o | 199 | 5.2% |
| F | 153 | 4.0% |
| A | 145 | 3.8% |
| m | 145 | 3.8% |
| Other values (7) | 1009 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3826 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 640 | |
| i | 352 | 9.2% |
| c | 344 | 9.0% |
| l | 344 | 9.0% |
| r | 296 | 7.7% |
| P | 199 | 5.2% |
| o | 199 | 5.2% |
| F | 153 | 4.0% |
| A | 145 | 3.8% |
| m | 145 | 3.8% |
| Other values (7) | 1009 |
incident_state
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.5 KiB |
| NY | |
|---|---|
| SC | |
| WV | |
| NC | |
| VA | |
| Other values (2) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NC |
|---|---|
| 2nd row | NC |
| 3rd row | WV |
| 4th row | WV |
| 5th row | SC |
Common Values
| Value | Count | Frequency (%) |
| NY | 187 | |
| SC | 178 | |
| WV | 149 | |
| NC | 78 | |
| VA | 69 | 9.9% |
| PA | 21 | 3.0% |
| OH | 18 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ny | 187 | |
| sc | 178 | |
| wv | 149 | |
| nc | 78 | |
| va | 69 | 9.9% |
| pa | 21 | 3.0% |
| oh | 18 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 265 | |
| C | 256 | |
| V | 218 | |
| Y | 187 | |
| S | 178 | |
| W | 149 | |
| A | 90 | 6.4% |
| P | 21 | 1.5% |
| O | 18 | 1.3% |
| H | 18 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1400 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 265 | |
| C | 256 | |
| V | 218 | |
| Y | 187 | |
| S | 178 | |
| W | 149 | |
| A | 90 | 6.4% |
| P | 21 | 1.5% |
| O | 18 | 1.3% |
| H | 18 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1400 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 265 | |
| C | 256 | |
| V | 218 | |
| Y | 187 | |
| S | 178 | |
| W | 149 | |
| A | 90 | 6.4% |
| P | 21 | 1.5% |
| O | 18 | 1.3% |
| H | 18 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1400 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 265 | |
| C | 256 | |
| V | 218 | |
| Y | 187 | |
| S | 178 | |
| W | 149 | |
| A | 90 | 6.4% |
| P | 21 | 1.5% |
| O | 18 | 1.3% |
| H | 18 | 1.3% |
incident_city
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.4 KiB |
| Springfield | |
|---|---|
| Arlington | |
| Columbus | |
| Hillsdale | |
| Northbend | |
| Other values (2) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 9.2985714 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Riverwood |
|---|---|
| 2nd row | Springfield |
| 3rd row | Northbend |
| 4th row | Northbend |
| 5th row | Northbend |
Common Values
| Value | Count | Frequency (%) |
| Springfield | 117 | |
| Arlington | 110 | |
| Columbus | 108 | |
| Hillsdale | 96 | |
| Northbend | 96 | |
| Riverwood | 90 | |
| Northbrook | 83 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| springfield | 117 | |
| arlington | 110 | |
| columbus | 108 | |
| hillsdale | 96 | |
| northbend | 96 | |
| riverwood | 90 | |
| northbrook | 83 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 743 | 11.4% |
| l | 623 | 9.6% |
| r | 579 | 8.9% |
| i | 530 | 8.1% |
| n | 433 | 6.7% |
| d | 399 | 6.1% |
| e | 399 | 6.1% |
| t | 289 | 4.4% |
| b | 287 | 4.4% |
| g | 227 | 3.5% |
| Other values (16) | 2000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6509 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 743 | 11.4% |
| l | 623 | 9.6% |
| r | 579 | 8.9% |
| i | 530 | 8.1% |
| n | 433 | 6.7% |
| d | 399 | 6.1% |
| e | 399 | 6.1% |
| t | 289 | 4.4% |
| b | 287 | 4.4% |
| g | 227 | 3.5% |
| Other values (16) | 2000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6509 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 743 | 11.4% |
| l | 623 | 9.6% |
| r | 579 | 8.9% |
| i | 530 | 8.1% |
| n | 433 | 6.7% |
| d | 399 | 6.1% |
| e | 399 | 6.1% |
| t | 289 | 4.4% |
| b | 287 | 4.4% |
| g | 227 | 3.5% |
| Other values (16) | 2000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6509 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 743 | 11.4% |
| l | 623 | 9.6% |
| r | 579 | 8.9% |
| i | 530 | 8.1% |
| n | 433 | 6.7% |
| d | 399 | 6.1% |
| e | 399 | 6.1% |
| t | 289 | 4.4% |
| b | 287 | 4.4% |
| g | 227 | 3.5% |
| Other values (16) | 2000 |
incident_location
Text
Unique
| Distinct | 700 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.2 KiB |
Length
| Max length | 23 |
|---|---|
| Median length | 20 |
| Mean length | 14.811429 |
| Min length | 11 |
Unique
| Unique | 700 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 7082 Oak Ridge |
|---|---|
| 2nd row | 9352 Washington Ave |
| 3rd row | 5061 Francis Ave |
| 4th row | 2457 Washington Ave |
| 5th row | 2290 4th Ave |
| Value | Count | Frequency (%) |
| lane | 130 | 6.2% |
| ridge | 121 | 5.8% |
| drive | 121 | 5.8% |
| ave | 113 | 5.4% |
| st | 113 | 5.4% |
| hwy | 102 | 4.9% |
| 4th | 39 | 1.9% |
| 5th | 38 | 1.8% |
| texas | 36 | 1.7% |
| weaver | 34 | 1.6% |
| Other values (695) | 1253 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1400 | 13.5% | |
| e | 900 | 8.7% |
| i | 435 | 4.2% |
| a | 432 | 4.2% |
| n | 367 | 3.5% |
| r | 348 | 3.4% |
| t | 324 | 3.1% |
| 5 | 322 | 3.1% |
| 2 | 310 | 3.0% |
| 1 | 308 | 3.0% |
| Other values (39) | 5222 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10368 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1400 | 13.5% | |
| e | 900 | 8.7% |
| i | 435 | 4.2% |
| a | 432 | 4.2% |
| n | 367 | 3.5% |
| r | 348 | 3.4% |
| t | 324 | 3.1% |
| 5 | 322 | 3.1% |
| 2 | 310 | 3.0% |
| 1 | 308 | 3.0% |
| Other values (39) | 5222 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10368 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1400 | 13.5% | |
| e | 900 | 8.7% |
| i | 435 | 4.2% |
| a | 432 | 4.2% |
| n | 367 | 3.5% |
| r | 348 | 3.4% |
| t | 324 | 3.1% |
| 5 | 322 | 3.1% |
| 2 | 310 | 3.0% |
| 1 | 308 | 3.0% |
| Other values (39) | 5222 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10368 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1400 | 13.5% | |
| e | 900 | 8.7% |
| i | 435 | 4.2% |
| a | 432 | 4.2% |
| n | 367 | 3.5% |
| r | 348 | 3.4% |
| t | 324 | 3.1% |
| 5 | 322 | 3.1% |
| 2 | 310 | 3.0% |
| 1 | 308 | 3.0% |
| Other values (39) | 5222 |
incident_hour_of_the_day
Real number (ℝ)
Zeros
| Distinct | 24 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.642857 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 35 |
| Zeros (%) | 5.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.95 |
| Q1 | 5 |
| median | 12 |
| Q3 | 17 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.9645243 |
|---|---|
| Coefficient of variation (CV) | 0.59818 |
| Kurtosis | -1.2031482 |
| Mean | 11.642857 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.044567362 |
| Sum | 8150 |
| Variance | 48.504598 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 38 | 5.4% |
| 23 | 36 | 5.1% |
| 3 | 36 | 5.1% |
| 4 | 35 | 5.0% |
| 16 | 35 | 5.0% |
| 0 | 35 | 5.0% |
| 13 | 34 | 4.9% |
| 10 | 32 | 4.6% |
| 14 | 31 | 4.4% |
| 21 | 31 | 4.4% |
| Other values (14) | 357 |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1 | 21 | |
| 2 | 25 | |
| 3 | 36 | |
| 4 | 35 | |
| 5 | 25 | |
| 6 | 25 | |
| 7 | 27 | |
| 8 | 27 | |
| 9 | 26 |
| Value | Count | Frequency (%) |
| 23 | 36 | |
| 22 | 24 | |
| 21 | 31 | |
| 20 | 24 | |
| 19 | 29 | |
| 18 | 28 | |
| 17 | 38 | |
| 16 | 35 | |
| 15 | 27 | |
| 14 | 31 |
number_of_vehicles_involved
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.8 KiB |
| 1 | |
|---|---|
| 3 | |
| 4 | 28 |
| 2 | 23 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 398 | |
| 3 | 251 | |
| 4 | 28 | 4.0% |
| 2 | 23 | 3.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 398 | |
| 3 | 251 | |
| 4 | 28 | 4.0% |
| 2 | 23 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 398 | |
| 3 | 251 | |
| 4 | 28 | 4.0% |
| 2 | 23 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 398 | |
| 3 | 251 | |
| 4 | 28 | 4.0% |
| 2 | 23 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 398 | |
| 3 | 251 | |
| 4 | 28 | 4.0% |
| 2 | 23 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 398 | |
| 3 | 251 | |
| 4 | 28 | 4.0% |
| 2 | 23 | 3.3% |
property_damage
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.4 KiB |
| ? | |
|---|---|
| NO | |
| YES |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 1.9414286 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ? |
|---|---|
| 2nd row | ? |
| 3rd row | ? |
| 4th row | YES |
| 5th row | YES |
Common Values
| Value | Count | Frequency (%) |
| ? | 259 | |
| NO | 223 | |
| YES | 218 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 259 | ||
| no | 223 | |
| yes | 218 |
Most occurring characters
| Value | Count | Frequency (%) |
| ? | 259 | |
| N | 223 | |
| O | 223 | |
| Y | 218 | |
| E | 218 | |
| S | 218 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1359 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| ? | 259 | |
| N | 223 | |
| O | 223 | |
| Y | 218 | |
| E | 218 | |
| S | 218 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1359 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| ? | 259 | |
| N | 223 | |
| O | 223 | |
| Y | 218 | |
| E | 218 | |
| S | 218 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1359 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| ? | 259 | |
| N | 223 | |
| O | 223 | |
| Y | 218 | |
| E | 218 | |
| S | 218 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 236 | |
| 2 | 232 | |
| 1 | 232 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 236 | |
| 2 | 232 | |
| 1 | 232 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 236 | |
| 2 | 232 | |
| 1 | 232 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 236 | |
| 2 | 232 | |
| 1 | 232 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 236 | |
| 2 | 232 | |
| 1 | 232 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 236 | |
| 2 | 232 | |
| 1 | 232 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 177 | |
| 2 | 173 | |
| 3 | 169 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 177 | |
| 2 | 173 | |
| 3 | 169 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 177 | |
| 2 | 173 | |
| 3 | 169 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 177 | |
| 2 | 173 | |
| 3 | 169 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 177 | |
| 2 | 173 | |
| 3 | 169 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 177 | |
| 2 | 173 | |
| 3 | 169 |
police_report_available
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.4 KiB |
| ? | |
|---|---|
| NO | |
| YES |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 1.9571429 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ? |
|---|---|
| 2nd row | YES |
| 3rd row | NO |
| 4th row | YES |
| 5th row | YES |
Common Values
| Value | Count | Frequency (%) |
| ? | 247 | |
| NO | 236 | |
| YES | 217 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 247 | ||
| no | 236 | |
| yes | 217 |
Most occurring characters
| Value | Count | Frequency (%) |
| ? | 247 | |
| N | 236 | |
| O | 236 | |
| Y | 217 | |
| E | 217 | |
| S | 217 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1370 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| ? | 247 | |
| N | 236 | |
| O | 236 | |
| Y | 217 | |
| E | 217 | |
| S | 217 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1370 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| ? | 247 | |
| N | 236 | |
| O | 236 | |
| Y | 217 | |
| E | 217 | |
| S | 217 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1370 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| ? | 247 | |
| N | 236 | |
| O | 236 | |
| Y | 217 | |
| E | 217 | |
| S | 217 |
total_claim_amount
Real number (ℝ)
High correlation
| Distinct | 573 |
|---|---|
| Distinct (%) | 81.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52475.686 |
| Minimum | 100 |
|---|---|
| Maximum | 114920 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 4396 |
| Q1 | 41662.5 |
| median | 57710 |
| Q3 | 70072.5 |
| 95-th percentile | 86805.5 |
| Maximum | 114920 |
| Range | 114820 |
| Interquartile range (IQR) | 28410 |
Descriptive statistics
| Standard deviation | 26115.22 |
|---|---|
| Coefficient of variation (CV) | 0.49766324 |
| Kurtosis | -0.44172288 |
| Mean | 52475.686 |
| Median Absolute Deviation (MAD) | 13760 |
| Skewness | -0.60164742 |
| Sum | 36732980 |
| Variance | 6.820047 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2640 | 4 | 0.6% |
| 75400 | 4 | 0.6% |
| 53100 | 3 | 0.4% |
| 60600 | 3 | 0.4% |
| 77440 | 3 | 0.4% |
| 61490 | 3 | 0.4% |
| 58500 | 3 | 0.4% |
| 69300 | 3 | 0.4% |
| 84590 | 3 | 0.4% |
| 58300 | 3 | 0.4% |
| Other values (563) | 668 |
| Value | Count | Frequency (%) |
| 100 | 1 | 0.1% |
| 1920 | 1 | 0.1% |
| 2160 | 1 | 0.1% |
| 2250 | 1 | 0.1% |
| 2640 | 4 | |
| 2700 | 2 | |
| 2800 | 1 | 0.1% |
| 2860 | 1 | 0.1% |
| 2970 | 1 | 0.1% |
| 3080 | 2 |
| Value | Count | Frequency (%) |
| 114920 | 1 | |
| 108480 | 1 | |
| 108030 | 1 | |
| 107900 | 1 | |
| 105820 | 1 | |
| 105040 | 1 | |
| 103560 | 1 | |
| 99990 | 1 | |
| 99320 | 1 | |
| 98280 | 1 |
injury_claim
Real number (ℝ)
High correlation Zeros
| Distinct | 504 |
|---|---|
| Distinct (%) | 72.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7463.2571 |
| Minimum | 0 |
|---|---|
| Maximum | 21450 |
| Zeros | 19 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 450 |
| Q1 | 4265 |
| median | 6820 |
| Q3 | 11235 |
| 95-th percentile | 15784 |
| Maximum | 21450 |
| Range | 21450 |
| Interquartile range (IQR) | 6970 |
Descriptive statistics
| Standard deviation | 4890.6091 |
|---|---|
| Coefficient of variation (CV) | 0.65529152 |
| Kurtosis | -0.74232691 |
| Mean | 7463.2571 |
| Median Absolute Deviation (MAD) | 3720 |
| Skewness | 0.25317287 |
| Sum | 5224280 |
| Variance | 23918058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19 | 2.7% |
| 480 | 7 | 1.0% |
| 780 | 5 | 0.7% |
| 640 | 5 | 0.7% |
| 5540 | 4 | 0.6% |
| 900 | 4 | 0.6% |
| 680 | 4 | 0.6% |
| 860 | 4 | 0.6% |
| 5710 | 3 | 0.4% |
| 630 | 3 | 0.4% |
| Other values (494) | 642 |
| Value | Count | Frequency (%) |
| 0 | 19 | |
| 10 | 1 | 0.1% |
| 220 | 1 | 0.1% |
| 250 | 1 | 0.1% |
| 280 | 1 | 0.1% |
| 290 | 1 | 0.1% |
| 300 | 2 | 0.3% |
| 330 | 2 | 0.3% |
| 400 | 1 | 0.1% |
| 420 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 21450 | 1 | |
| 21330 | 1 | |
| 20700 | 1 | |
| 18180 | 1 | |
| 18080 | 1 | |
| 17880 | 1 | |
| 17680 | 1 | |
| 17580 | 1 | |
| 17460 | 1 | |
| 17400 | 1 |
property_claim
Real number (ℝ)
High correlation Zeros
| Distinct | 506 |
|---|---|
| Distinct (%) | 72.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7324.1429 |
| Minimum | 0 |
|---|---|
| Maximum | 23670 |
| Zeros | 14 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 450 |
| Q1 | 4420 |
| median | 6685 |
| Q3 | 10825 |
| 95-th percentile | 15444 |
| Maximum | 23670 |
| Range | 23670 |
| Interquartile range (IQR) | 6405 |
Descriptive statistics
| Standard deviation | 4778.111 |
|---|---|
| Coefficient of variation (CV) | 0.65237818 |
| Kurtosis | -0.32470775 |
| Mean | 7324.1429 |
| Median Absolute Deviation (MAD) | 3185 |
| Skewness | 0.39928338 |
| Sum | 5126900 |
| Variance | 22830345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14 | 2.0% |
| 660 | 4 | 0.6% |
| 6620 | 4 | 0.6% |
| 860 | 4 | 0.6% |
| 680 | 4 | 0.6% |
| 640 | 4 | 0.6% |
| 840 | 4 | 0.6% |
| 11080 | 4 | 0.6% |
| 480 | 4 | 0.6% |
| 5340 | 3 | 0.4% |
| Other values (496) | 651 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 20 | 1 | 0.1% |
| 240 | 1 | 0.1% |
| 250 | 1 | 0.1% |
| 260 | 1 | 0.1% |
| 280 | 2 | 0.3% |
| 300 | 2 | 0.3% |
| 320 | 2 | 0.3% |
| 330 | 1 | 0.1% |
| 390 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 23670 | 1 | |
| 21630 | 1 | |
| 21580 | 1 | |
| 21240 | 1 | |
| 19950 | 1 | |
| 19650 | 1 | |
| 19470 | 1 | |
| 19260 | 1 | |
| 19200 | 1 | |
| 18180 | 1 |
vehicle_claim
Real number (ℝ)
High correlation
| Distinct | 561 |
|---|---|
| Distinct (%) | 80.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37688.286 |
| Minimum | 70 |
|---|---|
| Maximum | 79560 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 3289.5 |
| Q1 | 29872.5 |
| median | 41760 |
| Q3 | 50417.5 |
| 95-th percentile | 61777 |
| Maximum | 79560 |
| Range | 79490 |
| Interquartile range (IQR) | 20545 |
Descriptive statistics
| Standard deviation | 18695.687 |
|---|---|
| Coefficient of variation (CV) | 0.49606094 |
| Kurtosis | -0.4242117 |
| Mean | 37688.286 |
| Median Absolute Deviation (MAD) | 9700 |
| Skewness | -0.61171744 |
| Sum | 26381800 |
| Variance | 3.495287 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5040 | 6 | 0.9% |
| 44800 | 5 | 0.7% |
| 3600 | 5 | 0.7% |
| 33600 | 5 | 0.7% |
| 3360 | 4 | 0.6% |
| 45360 | 3 | 0.4% |
| 4620 | 3 | 0.4% |
| 42720 | 3 | 0.4% |
| 4720 | 3 | 0.4% |
| 46160 | 3 | 0.4% |
| Other values (551) | 660 |
| Value | Count | Frequency (%) |
| 70 | 1 | |
| 1440 | 2 | |
| 1680 | 2 | |
| 1750 | 1 | |
| 1760 | 1 | |
| 1960 | 1 | |
| 1980 | 1 | |
| 2030 | 1 | |
| 2080 | 1 | |
| 2100 | 2 |
| Value | Count | Frequency (%) |
| 79560 | 1 | |
| 77670 | 1 | |
| 76400 | 1 | |
| 75600 | 1 | |
| 75530 | 1 | |
| 74790 | 1 | |
| 73620 | 1 | |
| 73260 | 1 | |
| 72720 | 1 | |
| 72320 | 2 |
auto_make
Categorical
High correlation
| Distinct | 14 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.0 KiB |
| Suburu | |
|---|---|
| Nissan | |
| Saab | |
| Toyota | |
| Chevrolet | |
| Other values (9) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 5.7671429 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Nissan |
|---|---|
| 2nd row | Honda |
| 3rd row | Jeep |
| 4th row | Suburu |
| 5th row | Ford |
Common Values
| Value | Count | Frequency (%) |
| Suburu | 57 | 8.1% |
| Nissan | 56 | 8.0% |
| Saab | 56 | 8.0% |
| Toyota | 55 | 7.9% |
| Chevrolet | 54 | 7.7% |
| Volkswagen | 54 | 7.7% |
| Audi | 51 | 7.3% |
| Dodge | 49 | 7.0% |
| Ford | 49 | 7.0% |
| BMW | 48 | 6.9% |
| Other values (4) | 171 |
Length
| Value | Count | Frequency (%) |
| suburu | 57 | 8.1% |
| nissan | 56 | 8.0% |
| saab | 56 | 8.0% |
| toyota | 55 | 7.9% |
| chevrolet | 54 | 7.7% |
| volkswagen | 54 | 7.7% |
| audi | 51 | 7.3% |
| dodge | 49 | 7.0% |
| ford | 49 | 7.0% |
| bmw | 48 | 6.9% |
| Other values (4) | 171 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 439 | 10.9% |
| a | 357 | 8.8% |
| o | 354 | 8.8% |
| u | 264 | 6.5% |
| r | 248 | 6.1% |
| d | 233 | 5.8% |
| s | 212 | 5.3% |
| n | 148 | 3.7% |
| c | 130 | 3.2% |
| S | 113 | 2.8% |
| Other values (23) | 1539 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4037 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 439 | 10.9% |
| a | 357 | 8.8% |
| o | 354 | 8.8% |
| u | 264 | 6.5% |
| r | 248 | 6.1% |
| d | 233 | 5.8% |
| s | 212 | 5.3% |
| n | 148 | 3.7% |
| c | 130 | 3.2% |
| S | 113 | 2.8% |
| Other values (23) | 1539 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4037 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 439 | 10.9% |
| a | 357 | 8.8% |
| o | 354 | 8.8% |
| u | 264 | 6.5% |
| r | 248 | 6.1% |
| d | 233 | 5.8% |
| s | 212 | 5.3% |
| n | 148 | 3.7% |
| c | 130 | 3.2% |
| S | 113 | 2.8% |
| Other values (23) | 1539 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4037 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 439 | 10.9% |
| a | 357 | 8.8% |
| o | 354 | 8.8% |
| u | 264 | 6.5% |
| r | 248 | 6.1% |
| d | 233 | 5.8% |
| s | 212 | 5.3% |
| n | 148 | 3.7% |
| c | 130 | 3.2% |
| S | 113 | 2.8% |
| Other values (23) | 1539 |
auto_model
Categorical
High correlation
| Distinct | 39 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 42.7 KiB |
| Wrangler | 31 |
|---|---|
| RAM | 29 |
| A3 | 28 |
| Passat | 28 |
| Jetta | 26 |
| Other values (34) |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 5.2385714 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Maxima |
|---|---|
| 2nd row | Civic |
| 3rd row | Wrangler |
| 4th row | Legacy |
| 5th row | F150 |
Common Values
| Value | Count | Frequency (%) |
| Wrangler | 31 | 4.4% |
| RAM | 29 | 4.1% |
| A3 | 28 | 4.0% |
| Passat | 28 | 4.0% |
| Jetta | 26 | 3.7% |
| Legacy | 23 | 3.3% |
| A5 | 23 | 3.3% |
| Pathfinder | 23 | 3.3% |
| MDX | 23 | 3.3% |
| E400 | 22 | 3.1% |
| Other values (29) | 444 |
Length
| Value | Count | Frequency (%) |
| wrangler | 31 | 4.3% |
| ram | 29 | 4.0% |
| a3 | 28 | 3.9% |
| passat | 28 | 3.9% |
| jetta | 26 | 3.6% |
| legacy | 23 | 3.2% |
| a5 | 23 | 3.2% |
| pathfinder | 23 | 3.2% |
| mdx | 23 | 3.2% |
| e400 | 22 | 3.0% |
| Other values (31) | 471 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 362 | 9.9% |
| e | 296 | 8.1% |
| r | 284 | 7.7% |
| i | 170 | 4.6% |
| o | 164 | 4.5% |
| t | 141 | 3.8% |
| l | 137 | 3.7% |
| s | 122 | 3.3% |
| n | 121 | 3.3% |
| M | 113 | 3.1% |
| Other values (42) | 1757 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3667 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 362 | 9.9% |
| e | 296 | 8.1% |
| r | 284 | 7.7% |
| i | 170 | 4.6% |
| o | 164 | 4.5% |
| t | 141 | 3.8% |
| l | 137 | 3.7% |
| s | 122 | 3.3% |
| n | 121 | 3.3% |
| M | 113 | 3.1% |
| Other values (42) | 1757 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3667 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 362 | 9.9% |
| e | 296 | 8.1% |
| r | 284 | 7.7% |
| i | 170 | 4.6% |
| o | 164 | 4.5% |
| t | 141 | 3.8% |
| l | 137 | 3.7% |
| s | 122 | 3.3% |
| n | 121 | 3.3% |
| M | 113 | 3.1% |
| Other values (42) | 1757 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3667 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 362 | 9.9% |
| e | 296 | 8.1% |
| r | 284 | 7.7% |
| i | 170 | 4.6% |
| o | 164 | 4.5% |
| t | 141 | 3.8% |
| l | 137 | 3.7% |
| s | 122 | 3.3% |
| n | 121 | 3.3% |
| M | 113 | 3.1% |
| Other values (42) | 1757 |
auto_year
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2004.9314 |
| Minimum | 1995 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 1995 |
|---|---|
| 5-th percentile | 1995 |
| Q1 | 2000 |
| median | 2005 |
| Q3 | 2010 |
| 95-th percentile | 2014 |
| Maximum | 2015 |
| Range | 20 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.9833709 |
|---|---|
| Coefficient of variation (CV) | 0.002984327 |
| Kurtosis | -1.1607134 |
| Mean | 2004.9314 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.0057857289 |
| Sum | 1403452 |
| Variance | 35.800728 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1995 | 42 | 6.0% |
| 2002 | 41 | 5.9% |
| 2009 | 40 | 5.7% |
| 2006 | 38 | 5.4% |
| 2005 | 38 | 5.4% |
| 2013 | 36 | 5.1% |
| 1999 | 36 | 5.1% |
| 2003 | 36 | 5.1% |
| 2000 | 35 | 5.0% |
| 2011 | 34 | 4.9% |
| Other values (11) | 324 |
| Value | Count | Frequency (%) |
| 1995 | 42 | |
| 1996 | 25 | |
| 1997 | 29 | |
| 1998 | 31 | |
| 1999 | 36 | |
| 2000 | 35 | |
| 2001 | 29 | |
| 2002 | 41 | |
| 2003 | 36 | |
| 2004 | 28 |
| Value | Count | Frequency (%) |
| 2015 | 31 | |
| 2014 | 27 | |
| 2013 | 36 | |
| 2012 | 32 | |
| 2011 | 34 | |
| 2010 | 33 | |
| 2009 | 40 | |
| 2008 | 26 | |
| 2007 | 33 | |
| 2006 | 38 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 181 | 25.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 181 | 25.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 181 | 25.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 181 | 25.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 181 | 25.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 181 | 25.9% |
_c39
Unsupported
Missing Rejected Unsupported
| Missing | 700 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.6 KiB |
Interactions
Correlations
| age | authorities_contacted | auto_make | auto_model | auto_year | bodily_injuries | capital-gains | capital-loss | collision_type | fraud_reported | incident_city | incident_hour_of_the_day | incident_severity | incident_state | incident_type | injury_claim | insured_education_level | insured_hobbies | insured_occupation | insured_relationship | insured_sex | insured_zip | months_as_customer | number_of_vehicles_involved | police_report_available | policy_annual_premium | policy_csl | policy_deductable | policy_number | policy_state | property_claim | property_damage | total_claim_amount | umbrella_limit | vehicle_claim | witnesses | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | 0.000 | 0.000 | 0.000 | -0.016 | 0.056 | -0.050 | 0.004 | 0.071 | 0.072 | 0.000 | 0.114 | 0.074 | 0.000 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.048 | 0.015 | -0.011 | 0.912 | 0.113 | 0.000 | 0.063 | 0.024 | 0.043 | 0.037 | 0.000 | 0.039 | 0.000 | 0.053 | -0.002 | 0.043 | 0.016 |
| authorities_contacted | 0.000 | 1.000 | 0.086 | 0.038 | 0.077 | 0.000 | 0.000 | 0.000 | 0.280 | 0.090 | 0.038 | 0.120 | 0.216 | 0.000 | 0.278 | 0.281 | 0.000 | 0.000 | 0.000 | 0.011 | 0.069 | 0.000 | 0.000 | 0.050 | 0.047 | 0.032 | 0.052 | 0.031 | 0.000 | 0.000 | 0.264 | 0.000 | 0.291 | 0.000 | 0.276 | 0.000 |
| auto_make | 0.000 | 0.086 | 1.000 | 0.982 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.079 | 0.041 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.088 | 0.000 | 0.026 | 0.000 | 0.048 | 0.000 | 0.045 | 0.000 | 0.000 | 0.041 | 0.000 | 0.000 | 0.000 |
| auto_model | 0.000 | 0.038 | 0.982 | 1.000 | 0.030 | 0.000 | 0.036 | 0.000 | 0.000 | 0.074 | 0.056 | 0.000 | 0.000 | 0.038 | 0.111 | 0.000 | 0.023 | 0.011 | 0.000 | 0.000 | 0.000 | 0.039 | 0.000 | 0.135 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.049 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 |
| auto_year | -0.016 | 0.077 | 0.000 | 0.030 | 1.000 | 0.061 | 0.025 | -0.067 | 0.031 | 0.037 | 0.000 | 0.040 | 0.044 | 0.058 | 0.062 | -0.015 | 0.045 | 0.000 | 0.056 | 0.046 | 0.020 | -0.036 | -0.032 | 0.064 | 0.000 | -0.002 | 0.000 | 0.040 | -0.011 | 0.000 | 0.020 | 0.000 | -0.023 | -0.006 | -0.033 | 0.000 |
| bodily_injuries | 0.056 | 0.000 | 0.000 | 0.000 | 0.061 | 1.000 | 0.090 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.029 | 0.032 | 0.000 | 0.017 | 0.127 | 0.000 | 0.025 | 0.000 | 0.054 | 0.000 | 0.032 | 0.000 | 0.038 | 0.030 | 0.000 | 0.019 | 0.000 | 0.000 | 0.026 | 0.049 | 0.027 | 0.000 |
| capital-gains | -0.050 | 0.000 | 0.000 | 0.036 | 0.025 | 0.090 | 1.000 | -0.010 | 0.000 | 0.000 | 0.000 | -0.061 | 0.017 | 0.000 | 0.066 | 0.045 | 0.036 | 0.068 | 0.000 | 0.000 | 0.078 | 0.044 | -0.037 | 0.108 | 0.000 | -0.026 | 0.000 | 0.000 | -0.016 | 0.051 | 0.021 | 0.043 | 0.031 | -0.044 | 0.023 | 0.060 |
| capital-loss | 0.004 | 0.000 | 0.000 | 0.000 | -0.067 | 0.000 | -0.010 | 1.000 | 0.051 | 0.000 | 0.050 | -0.050 | 0.000 | 0.000 | 0.000 | -0.056 | 0.061 | 0.000 | 0.000 | 0.087 | 0.046 | 0.065 | 0.024 | 0.000 | 0.060 | 0.012 | 0.000 | 0.000 | -0.011 | 0.000 | -0.038 | 0.000 | -0.053 | -0.041 | -0.048 | 0.000 |
| collision_type | 0.071 | 0.280 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.051 | 1.000 | 0.172 | 0.034 | 0.276 | 0.429 | 0.086 | 0.576 | 0.530 | 0.047 | 0.037 | 0.048 | 0.036 | 0.000 | 0.000 | 0.000 | 0.229 | 0.025 | 0.000 | 0.077 | 0.000 | 0.052 | 0.000 | 0.542 | 0.000 | 0.578 | 0.000 | 0.577 | 0.052 |
| fraud_reported | 0.072 | 0.090 | 0.000 | 0.074 | 0.037 | 0.000 | 0.000 | 0.000 | 0.172 | 1.000 | 0.000 | 0.075 | 0.492 | 0.116 | 0.159 | 0.131 | 0.000 | 0.377 | 0.000 | 0.000 | 0.000 | 0.067 | 0.000 | 0.049 | 0.000 | 0.000 | 0.000 | 0.049 | 0.000 | 0.000 | 0.160 | 0.052 | 0.148 | 0.000 | 0.155 | 0.097 |
| incident_city | 0.000 | 0.038 | 0.028 | 0.056 | 0.000 | 0.031 | 0.000 | 0.050 | 0.034 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.049 | 0.000 | 0.035 | 0.000 | 0.102 | 0.000 | 0.000 |
| incident_hour_of_the_day | 0.114 | 0.120 | 0.000 | 0.000 | 0.040 | 0.000 | -0.061 | -0.050 | 0.276 | 0.075 | 0.000 | 1.000 | 0.201 | 0.000 | 0.270 | 0.180 | 0.019 | 0.000 | 0.000 | 0.042 | 0.000 | 0.005 | 0.103 | 0.113 | 0.000 | 0.023 | 0.000 | 0.088 | 0.011 | 0.000 | 0.164 | 0.040 | 0.176 | -0.012 | 0.170 | 0.050 |
| incident_severity | 0.074 | 0.216 | 0.000 | 0.000 | 0.044 | 0.000 | 0.017 | 0.000 | 0.429 | 0.492 | 0.000 | 0.201 | 1.000 | 0.044 | 0.432 | 0.396 | 0.000 | 0.032 | 0.000 | 0.031 | 0.000 | 0.051 | 0.069 | 0.176 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.393 | 0.068 | 0.429 | 0.092 | 0.431 | 0.000 |
| incident_state | 0.000 | 0.000 | 0.000 | 0.038 | 0.058 | 0.000 | 0.000 | 0.000 | 0.086 | 0.116 | 0.000 | 0.000 | 0.044 | 1.000 | 0.041 | 0.000 | 0.000 | 0.084 | 0.000 | 0.054 | 0.054 | 0.066 | 0.000 | 0.044 | 0.065 | 0.041 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.040 | 0.020 | 0.054 | 0.028 | 0.000 |
| incident_type | 0.000 | 0.278 | 0.000 | 0.111 | 0.062 | 0.029 | 0.066 | 0.000 | 0.576 | 0.159 | 0.000 | 0.270 | 0.432 | 0.041 | 1.000 | 0.526 | 0.064 | 0.039 | 0.066 | 0.000 | 0.089 | 0.000 | 0.000 | 0.575 | 0.000 | 0.011 | 0.000 | 0.000 | 0.050 | 0.000 | 0.534 | 0.000 | 0.572 | 0.000 | 0.573 | 0.000 |
| injury_claim | 0.054 | 0.281 | 0.012 | 0.000 | -0.015 | 0.032 | 0.045 | -0.056 | 0.530 | 0.131 | 0.000 | 0.180 | 0.396 | 0.000 | 0.526 | 1.000 | 0.000 | 0.029 | 0.064 | 0.032 | 0.000 | 0.009 | 0.049 | 0.201 | 0.000 | -0.004 | 0.048 | 0.073 | -0.031 | 0.083 | 0.569 | 0.000 | 0.787 | -0.060 | 0.673 | 0.011 |
| insured_education_level | 0.000 | 0.000 | 0.079 | 0.023 | 0.045 | 0.000 | 0.036 | 0.061 | 0.047 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.064 | 0.000 | 1.000 | 0.000 | 0.029 | 0.058 | 0.019 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.112 | 0.000 | 0.062 | 0.062 | 0.000 | 0.053 | 0.052 | 0.000 | 0.055 | 0.052 |
| insured_hobbies | 0.000 | 0.000 | 0.041 | 0.011 | 0.000 | 0.017 | 0.068 | 0.000 | 0.037 | 0.377 | 0.000 | 0.000 | 0.032 | 0.084 | 0.039 | 0.029 | 0.000 | 1.000 | 0.051 | 0.000 | 0.051 | 0.000 | 0.028 | 0.000 | 0.117 | 0.000 | 0.000 | 0.000 | 0.059 | 0.000 | 0.000 | 0.000 | 0.058 | 0.000 | 0.034 | 0.068 |
| insured_occupation | 0.000 | 0.000 | 0.000 | 0.000 | 0.056 | 0.127 | 0.000 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.064 | 0.029 | 0.051 | 1.000 | 0.000 | 0.000 | 0.102 | 0.000 | 0.000 | 0.034 | 0.031 | 0.069 | 0.101 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.033 | 0.067 | 0.068 |
| insured_relationship | 0.048 | 0.011 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.087 | 0.036 | 0.000 | 0.000 | 0.042 | 0.031 | 0.054 | 0.000 | 0.032 | 0.058 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.069 | 0.000 | 0.000 | 0.000 | 0.052 | 0.046 | 0.046 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.061 |
| insured_sex | 0.015 | 0.069 | 0.000 | 0.000 | 0.020 | 0.025 | 0.078 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.089 | 0.000 | 0.019 | 0.051 | 0.000 | 0.000 | 1.000 | 0.000 | 0.088 | 0.000 | 0.036 | 0.131 | 0.058 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.051 | 0.097 | 0.000 |
| insured_zip | -0.011 | 0.000 | 0.038 | 0.039 | -0.036 | 0.000 | 0.044 | 0.065 | 0.000 | 0.067 | 0.000 | 0.005 | 0.051 | 0.066 | 0.000 | 0.009 | 0.000 | 0.000 | 0.102 | 0.000 | 0.000 | 1.000 | 0.003 | 0.056 | 0.098 | 0.042 | 0.000 | 0.000 | -0.022 | 0.045 | -0.017 | 0.067 | 0.015 | -0.028 | 0.005 | 0.000 |
| months_as_customer | 0.912 | 0.000 | 0.000 | 0.000 | -0.032 | 0.054 | -0.037 | 0.024 | 0.000 | 0.000 | 0.021 | 0.103 | 0.069 | 0.000 | 0.000 | 0.049 | 0.000 | 0.028 | 0.000 | 0.069 | 0.088 | 0.003 | 1.000 | 0.000 | 0.060 | 0.053 | 0.000 | 0.000 | 0.041 | 0.030 | 0.026 | 0.000 | 0.056 | 0.004 | 0.055 | 0.000 |
| number_of_vehicles_involved | 0.113 | 0.050 | 0.088 | 0.135 | 0.064 | 0.000 | 0.108 | 0.000 | 0.229 | 0.049 | 0.000 | 0.113 | 0.176 | 0.044 | 0.575 | 0.201 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.056 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.038 | 0.030 | 0.000 | 0.207 | 0.042 | 0.235 | 0.000 | 0.236 | 0.012 |
| police_report_available | 0.000 | 0.047 | 0.000 | 0.027 | 0.000 | 0.032 | 0.000 | 0.060 | 0.025 | 0.000 | 0.000 | 0.000 | 0.036 | 0.065 | 0.000 | 0.000 | 0.035 | 0.117 | 0.034 | 0.000 | 0.036 | 0.098 | 0.060 | 0.000 | 1.000 | 0.062 | 0.053 | 0.000 | 0.000 | 0.068 | 0.000 | 0.000 | 0.041 | 0.088 | 0.051 | 0.000 |
| policy_annual_premium | 0.063 | 0.032 | 0.026 | 0.000 | -0.002 | 0.000 | -0.026 | 0.012 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.041 | 0.011 | -0.004 | 0.000 | 0.000 | 0.031 | 0.000 | 0.131 | 0.042 | 0.053 | 0.000 | 0.062 | 1.000 | 0.088 | 0.033 | 0.010 | 0.000 | 0.035 | 0.077 | 0.031 | 0.027 | 0.044 | 0.000 |
| policy_csl | 0.024 | 0.052 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.000 | 0.077 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.048 | 0.112 | 0.000 | 0.069 | 0.052 | 0.058 | 0.000 | 0.000 | 0.000 | 0.053 | 0.088 | 1.000 | 0.000 | 0.075 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 |
| policy_deductable | 0.043 | 0.031 | 0.048 | 0.000 | 0.040 | 0.030 | 0.000 | 0.000 | 0.000 | 0.049 | 0.000 | 0.088 | 0.000 | 0.000 | 0.000 | 0.073 | 0.000 | 0.000 | 0.101 | 0.046 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.033 | 0.000 | 1.000 | 0.000 | 0.047 | 0.056 | 0.000 | 0.116 | 0.000 | 0.036 | 0.000 |
| policy_number | 0.037 | 0.000 | 0.000 | 0.000 | -0.011 | 0.000 | -0.016 | -0.011 | 0.052 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.050 | -0.031 | 0.062 | 0.059 | 0.000 | 0.046 | 0.000 | -0.022 | 0.041 | 0.030 | 0.000 | 0.010 | 0.075 | 0.000 | 1.000 | 0.000 | 0.007 | 0.027 | -0.015 | 0.004 | -0.021 | 0.000 |
| policy_state | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.019 | 0.051 | 0.000 | 0.000 | 0.000 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.083 | 0.062 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.030 | 0.000 | 0.068 | 0.000 | 0.000 | 0.047 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.045 |
| property_claim | 0.039 | 0.264 | 0.000 | 0.049 | 0.020 | 0.000 | 0.021 | -0.038 | 0.542 | 0.160 | 0.000 | 0.164 | 0.393 | 0.045 | 0.534 | 0.569 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.017 | 0.026 | 0.207 | 0.000 | 0.035 | 0.000 | 0.056 | 0.007 | 0.000 | 1.000 | 0.056 | 0.793 | -0.020 | 0.680 | 0.000 |
| property_damage | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.000 | 0.052 | 0.035 | 0.040 | 0.068 | 0.040 | 0.000 | 0.000 | 0.053 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.000 | 0.042 | 0.000 | 0.077 | 0.000 | 0.000 | 0.027 | 0.000 | 0.056 | 1.000 | 0.000 | 0.062 | 0.000 | 0.000 |
| total_claim_amount | 0.053 | 0.291 | 0.041 | 0.037 | -0.023 | 0.026 | 0.031 | -0.053 | 0.578 | 0.148 | 0.000 | 0.176 | 0.429 | 0.020 | 0.572 | 0.787 | 0.052 | 0.058 | 0.051 | 0.020 | 0.051 | 0.015 | 0.056 | 0.235 | 0.041 | 0.031 | 0.000 | 0.116 | -0.015 | 0.000 | 0.793 | 0.000 | 1.000 | -0.053 | 0.963 | 0.000 |
| umbrella_limit | -0.002 | 0.000 | 0.000 | 0.000 | -0.006 | 0.049 | -0.044 | -0.041 | 0.000 | 0.000 | 0.102 | -0.012 | 0.092 | 0.054 | 0.000 | -0.060 | 0.000 | 0.000 | 0.033 | 0.000 | 0.051 | -0.028 | 0.004 | 0.000 | 0.088 | 0.027 | 0.000 | 0.000 | 0.004 | 0.034 | -0.020 | 0.062 | -0.053 | 1.000 | -0.049 | 0.029 |
| vehicle_claim | 0.043 | 0.276 | 0.000 | 0.000 | -0.033 | 0.027 | 0.023 | -0.048 | 0.577 | 0.155 | 0.000 | 0.170 | 0.431 | 0.028 | 0.573 | 0.673 | 0.055 | 0.034 | 0.067 | 0.000 | 0.097 | 0.005 | 0.055 | 0.236 | 0.051 | 0.044 | 0.000 | 0.036 | -0.021 | 0.000 | 0.680 | 0.000 | 0.963 | -0.049 | 1.000 | 0.014 |
| witnesses | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.052 | 0.097 | 0.000 | 0.050 | 0.000 | 0.000 | 0.000 | 0.011 | 0.052 | 0.068 | 0.068 | 0.061 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.052 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.000 | 0.029 | 0.014 | 1.000 |
Missing values
Sample
| months_as_customer | age | policy_number | policy_bind_date | policy_state | policy_csl | policy_deductable | policy_annual_premium | umbrella_limit | insured_zip | insured_sex | insured_education_level | insured_occupation | insured_hobbies | insured_relationship | capital-gains | capital-loss | incident_date | incident_type | collision_type | incident_severity | authorities_contacted | incident_state | incident_city | incident_location | incident_hour_of_the_day | number_of_vehicles_involved | property_damage | bodily_injuries | witnesses | police_report_available | total_claim_amount | injury_claim | property_claim | vehicle_claim | auto_make | auto_model | auto_year | fraud_reported | _c39 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 187 | 37 | 125591 | 2013-08-08 | IN | 500/1000 | 1000 | 1412.06 | 5000000 | 450947 | FEMALE | Masters | protective-serv | reading | not-in-family | 60100 | 0 | 2015-01-16 | Single Vehicle Collision | Side Collision | Total Loss | Ambulance | NC | Riverwood | 7082 Oak Ridge | 21 | 1 | ? | 0 | 3 | ? | 57700 | 5770 | 5770 | 46160 | Nissan | Maxima | 2000 | 0 | NaN |
| 1 | 243 | 44 | 967713 | 1997-12-25 | IL | 250/500 | 500 | 809.11 | 0 | 600208 | MALE | JD | craft-repair | polo | other-relative | 33200 | 0 | 2015-01-27 | Multi-vehicle Collision | Side Collision | Minor Damage | Other | NC | Springfield | 9352 Washington Ave | 4 | 3 | ? | 2 | 1 | YES | 51400 | 5140 | 10280 | 35980 | Honda | Civic | 1996 | 0 | NaN |
| 2 | 24 | 33 | 649082 | 1996-01-19 | IL | 500/1000 | 1000 | 1922.84 | 0 | 431277 | FEMALE | High School | machine-op-inspct | skydiving | wife | 0 | -45200 | 2015-01-24 | Single Vehicle Collision | Side Collision | Total Loss | Police | WV | Northbend | 5061 Francis Ave | 0 | 1 | ? | 2 | 1 | NO | 46800 | 4680 | 9360 | 32760 | Jeep | Wrangler | 2002 | 0 | NaN |
| 3 | 215 | 42 | 519312 | 2008-10-28 | OH | 500/1000 | 500 | 1848.81 | 0 | 435489 | MALE | JD | transport-moving | video-games | own-child | 0 | -49000 | 2015-02-06 | Multi-vehicle Collision | Front Collision | Major Damage | Fire | WV | Northbend | 2457 Washington Ave | 20 | 3 | YES | 2 | 2 | YES | 68520 | 11420 | 5710 | 51390 | Suburu | Legacy | 2003 | 1 | NaN |
| 4 | 85 | 30 | 190588 | 2001-12-09 | OH | 100/300 | 1000 | 796.35 | 0 | 614166 | FEMALE | MD | craft-repair | video-games | own-child | 72400 | -77000 | 2015-02-20 | Multi-vehicle Collision | Rear Collision | Total Loss | Fire | SC | Northbend | 2290 4th Ave | 9 | 3 | YES | 2 | 1 | YES | 58960 | 5360 | 10720 | 42880 | Ford | F150 | 2004 | 0 | NaN |
| 5 | 310 | 48 | 670142 | 1999-08-06 | IN | 100/300 | 500 | 1516.34 | 0 | 474167 | FEMALE | JD | adm-clerical | sleeping | unmarried | 11000 | 0 | 2015-01-04 | Multi-vehicle Collision | Rear Collision | Major Damage | Police | SC | Springfield | 2823 Weaver Lane | 11 | 4 | YES | 0 | 2 | NO | 59400 | 13200 | 6600 | 39600 | Saab | 93 | 1996 | 1 | NaN |
| 6 | 297 | 48 | 751612 | 2009-06-22 | IN | 250/500 | 1000 | 1464.73 | 3000000 | 443861 | MALE | PhD | exec-managerial | golf | other-relative | 54900 | -36700 | 2015-01-25 | Multi-vehicle Collision | Side Collision | Total Loss | Fire | NY | Arlington | 8758 5th St | 17 | 3 | ? | 0 | 0 | NO | 51480 | 5720 | 5720 | 40040 | Toyota | Highlander | 2013 | 0 | NaN |
| 7 | 108 | 29 | 237418 | 2007-12-04 | IN | 500/1000 | 1000 | 1337.92 | 0 | 441536 | FEMALE | PhD | armed-forces | bungie-jumping | not-in-family | 71400 | 0 | 2015-02-23 | Multi-vehicle Collision | Side Collision | Minor Damage | Ambulance | WV | Columbus | 7684 Francis Ridge | 4 | 3 | NO | 2 | 2 | YES | 61380 | 11160 | 5580 | 44640 | Suburu | Legacy | 2012 | 0 | NaN |
| 8 | 46 | 41 | 315041 | 2010-11-02 | OH | 100/300 | 2000 | 998.19 | 0 | 611556 | FEMALE | MD | priv-house-serv | video-games | husband | 43700 | -66300 | 2015-01-23 | Multi-vehicle Collision | Rear Collision | Total Loss | Ambulance | SC | Hillsdale | 5779 2nd Lane | 23 | 3 | NO | 1 | 3 | ? | 78600 | 13100 | 19650 | 45850 | Dodge | RAM | 2004 | 1 | NaN |
| 9 | 286 | 41 | 507545 | 1998-12-07 | IL | 250/500 | 1000 | 1298.85 | 6000000 | 435967 | FEMALE | High School | sales | camping | other-relative | 71300 | -70300 | 2015-01-04 | Multi-vehicle Collision | Front Collision | Major Damage | Ambulance | NY | Columbus | 6859 Flute Ridge | 16 | 3 | ? | 1 | 3 | YES | 54450 | 6050 | 12100 | 36300 | Saab | 92x | 2007 | 0 | NaN |
| months_as_customer | age | policy_number | policy_bind_date | policy_state | policy_csl | policy_deductable | policy_annual_premium | umbrella_limit | insured_zip | insured_sex | insured_education_level | insured_occupation | insured_hobbies | insured_relationship | capital-gains | capital-loss | incident_date | incident_type | collision_type | incident_severity | authorities_contacted | incident_state | incident_city | incident_location | incident_hour_of_the_day | number_of_vehicles_involved | property_damage | bodily_injuries | witnesses | police_report_available | total_claim_amount | injury_claim | property_claim | vehicle_claim | auto_make | auto_model | auto_year | fraud_reported | _c39 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 690 | 156 | 37 | 371635 | 1991-10-13 | OH | 500/1000 | 1000 | 1086.48 | 6000000 | 444903 | MALE | Associate | machine-op-inspct | hiking | unmarried | 0 | -53800 | 2015-01-16 | Multi-vehicle Collision | Rear Collision | Total Loss | Other | NY | Northbrook | 8064 4th Ave | 17 | 3 | ? | 1 | 1 | YES | 77440 | 14080 | 7040 | 56320 | Suburu | Legacy | 1999 | 0 | NaN |
| 691 | 223 | 40 | 729634 | 1994-04-28 | IN | 100/300 | 500 | 1201.41 | 0 | 437818 | FEMALE | JD | priv-house-serv | movies | husband | 88400 | -46500 | 2015-01-27 | Multi-vehicle Collision | Side Collision | Major Damage | Police | NC | Columbus | 7466 MLK Ridge | 7 | 3 | YES | 1 | 0 | ? | 70510 | 12820 | 12820 | 44870 | Suburu | Forrestor | 1999 | 0 | NaN |
| 692 | 243 | 43 | 367595 | 2006-02-03 | IN | 500/1000 | 500 | 1307.74 | 0 | 466137 | FEMALE | Associate | machine-op-inspct | board-games | own-child | 0 | -75700 | 2015-01-28 | Multi-vehicle Collision | Front Collision | Major Damage | Ambulance | SC | Riverwood | 6451 1st Hwy | 10 | 3 | ? | 0 | 1 | NO | 37530 | 4170 | 4170 | 29190 | Jeep | Wrangler | 2008 | 0 | NaN |
| 693 | 275 | 45 | 403737 | 1991-12-06 | IN | 500/1000 | 2000 | 1447.77 | 0 | 605756 | FEMALE | Associate | adm-clerical | camping | wife | 39400 | -63900 | 2015-01-18 | Multi-vehicle Collision | Side Collision | Total Loss | Ambulance | VA | Northbend | 3835 5th Ave | 8 | 3 | YES | 1 | 1 | ? | 64320 | 5360 | 10720 | 48240 | Accura | MDX | 1998 | 0 | NaN |
| 694 | 88 | 25 | 332892 | 2007-10-25 | IN | 250/500 | 1000 | 1194.00 | 0 | 613583 | FEMALE | JD | handlers-cleaners | movies | husband | 0 | 0 | 2015-02-13 | Single Vehicle Collision | Rear Collision | Major Damage | Ambulance | SC | Northbrook | 3982 Washington Hwy | 6 | 1 | YES | 1 | 2 | YES | 66780 | 7420 | 7420 | 51940 | Ford | Escape | 2013 | 1 | NaN |
| 695 | 199 | 37 | 982871 | 1997-07-27 | IN | 250/500 | 500 | 1262.08 | 0 | 474615 | MALE | JD | tech-support | video-games | wife | 48500 | 0 | 2015-01-08 | Single Vehicle Collision | Front Collision | Major Damage | Ambulance | NC | Columbus | 3422 Flute St | 4 | 1 | ? | 0 | 3 | NO | 60170 | 10940 | 10940 | 38290 | Nissan | Pathfinder | 2011 | 1 | NaN |
| 696 | 232 | 43 | 751905 | 2001-05-16 | OH | 250/500 | 500 | 1483.91 | 8000000 | 431531 | MALE | College | machine-op-inspct | golf | husband | 0 | -33600 | 2015-01-18 | Multi-vehicle Collision | Rear Collision | Major Damage | Ambulance | NY | Arlington | 2318 Washington Hwy | 17 | 3 | NO | 0 | 1 | ? | 70600 | 7060 | 14120 | 49420 | Volkswagen | Passat | 2013 | 1 | NaN |
| 697 | 215 | 37 | 761189 | 2002-12-28 | IN | 100/300 | 500 | 1632.93 | 0 | 614417 | FEMALE | College | transport-moving | golf | not-in-family | 0 | -42900 | 2015-02-23 | Multi-vehicle Collision | Rear Collision | Minor Damage | Fire | SC | Riverwood | 7923 Elm Ave | 7 | 3 | NO | 2 | 0 | YES | 57120 | 9520 | 4760 | 42840 | Mercedes | C300 | 2002 | 0 | NaN |
| 698 | 270 | 44 | 701521 | 2003-07-05 | IL | 500/1000 | 2000 | 1030.95 | 0 | 435985 | FEMALE | Associate | machine-op-inspct | paintball | other-relative | 47200 | 0 | 2015-02-03 | Multi-vehicle Collision | Rear Collision | Major Damage | Ambulance | NC | Northbend | 2865 Maple Lane | 20 | 3 | ? | 1 | 0 | NO | 35900 | 7180 | 3590 | 25130 | Audi | A3 | 2007 | 1 | NaN |
| 699 | 269 | 45 | 596298 | 1996-08-23 | IN | 500/1000 | 500 | 1330.46 | 0 | 435552 | FEMALE | High School | machine-op-inspct | sleeping | wife | 54800 | -64100 | 2015-01-18 | Multi-vehicle Collision | Side Collision | Total Loss | Police | VA | Hillsdale | 2220 1st Lane | 5 | 3 | ? | 0 | 0 | NO | 24200 | 2200 | 4400 | 17600 | Suburu | Forrestor | 2008 | 0 | NaN |